{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. 在测试视频(OpenCV安装目录\\sources\\samples\\data)上，使用基于混合高斯模型的背景提取算法，提取前景并显示(显示二值化图像，前景为白色)。\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 答:见代码结果，更详细的信息可以查看当前目录'VisualRecord.html'日志文件。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. 在1基础上，将前景目标进行分割，进一步使用不同颜色矩形框标记，并在命令行窗口中输出每个矩形框的位置和大小。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 答:见代码结果，更详细的信息可以查看当前目录'VisualRecord.html'文件。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. 安装ImageWatch，并在代码中通过设置断点，观察处理中间结果图像。 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 答:由于Jupyter 不支持ImageWatch，这边使用Visual-Logging实现断点检查，每50帧做一次日志记录。更详细的信息可以查看当前目录'VisualRecord.html'日志文件。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Visual-Logging 日志模块"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "from vlogging import VisualRecord\n",
    "from logging import FileHandler\n",
    "import logging\n",
    "logger = logging.getLogger(\"demo\")\n",
    "logger.setLevel(logging.DEBUG)\n",
    "fh = FileHandler('VisualRecord.html', mode=\"w\")\n",
    "logger.addHandler(fh)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### cv2.createBackgroundSubtractorMOG2\n",
    "#### history：用于训练背景的帧数，默认为500帧,如果不手动设置learningRate，history就被用于计算当前的learningRate，history越大，learningRate越小，背景更新越慢\n",
    "#### varThreshold：方差阈值，用于判断当前像素是前景还是背景。一般默认16，如果光照变化明显，如阳光下的水面，建议设为25,36，值越大，灵敏度越低；\n",
    "#### detectShadows：是否检测影子，设为true为检测，false为不检测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "### 导入视频\n",
    "cap = cv2.VideoCapture('C:\\\\opencv\\\\sources\\\\samples\\\\data\\\\vtest.avi')\n",
    "fgbg = cv2.createBackgroundSubtractorMOG2(history = 200, varThreshold = 16, detectShadows = False)\n",
    "times = 0\n",
    "thresh = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "当前已经运行分析200帧，输入Q退出当前分析:Q\n"
     ]
    }
   ],
   "source": [
    "while True:\n",
    "    times += 1\n",
    "    ret, frame = cap.read()\n",
    "    if ret is False:\n",
    "        print('当前视频已经分析完成！')\n",
    "        break\n",
    "    fgmask = fgbg.apply(frame)\n",
    "    fgmask1 = fgmask.copy()\n",
    "    cnts = cv2.findContours(fgmask.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\n",
    "    count = 0\n",
    "    position = []\n",
    "    size = []\n",
    "    for c in cnts[1]:\n",
    "        Area = cv2.contourArea(c)\n",
    "        if Area < thresh:\n",
    "            continue\n",
    "        count += 1\n",
    "        m=c\n",
    "        (x, y, w, h) = cv2.boundingRect(m)\n",
    "        po = (x, y, w, h)\n",
    "        position.append(po)\n",
    "        si = w*h\n",
    "        size.append(si)\n",
    "        cv2.rectangle(frame, (x, y), (x + w, y + h), ((168+count*30)%255, 0, 0), 5)\n",
    "        cv2.putText(frame, str(count), (x, y), cv2.FONT_HERSHEY_SIMPLEX, 1.0, ((168+count*30)%255, 0, 0), 2)\n",
    "        cv2.rectangle(fgmask1, (x, y), (x + w, y + h), (255, 0, 0), 5)\n",
    "        cv2.putText(fgmask1, str(count), (x, y), cv2.FONT_HERSHEY_SIMPLEX, 1.0, (255, 0, 0), 2)\n",
    "    #每50帧做一次Log记录\n",
    "    if times%50 == 0:\n",
    "        back_image = fgbg.getBackgroundImage()\n",
    "        logger.debug(VisualRecord('当前已经分析' + str(times) + '帧，对应的原始图片，背景图片，前景遮罩，带矩形的前景遮罩如下：', frame, \"这个是原始图片\", fmt=\"png\"))\n",
    "        logger.debug(VisualRecord('', back_image, \"这个是背景图片\", fmt=\"png\"))\n",
    "        logger.debug(VisualRecord('', fgmask, \"这个是前景遮罩图片\", fmt=\"png\"))\n",
    "        logger.debug(VisualRecord(\"\", fgmask1, \"这个是带矩形的前景遮罩图片\", fmt=\"png\"))\n",
    "        logger.info(\"对应矩形的位置为\" + str(position) + \"\\n\")\n",
    "        logger.info(\"对应矩形的面积大小为\" + str(size) + \"\\n\")\n",
    "    #每200帧询问一次是否终止\n",
    "    if times%200 == 0:\n",
    "        keys = input('当前已经运行分析' + str(times) + '帧，输入Q退出当前分析:')\n",
    "        if keys == 'Q':\n",
    "            break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "cap.release()\n",
    "fh.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 当前分析(分析了200帧)后的原始图片(带矩形)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "frame = cv2.cvtColor(frame,cv2.COLOR_BGR2RGB)\n",
    "plt.imshow(frame)\n",
    "plt.axis(\"off\")#去除坐标轴\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 当前分析后(分析了200帧)的背景图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "back_image = fgbg.getBackgroundImage()\n",
    "back_image = cv2.cvtColor(back_image,cv2.COLOR_BGR2RGB)\n",
    "plt.imshow(back_image)\n",
    "plt.axis(\"off\")#去除坐标轴\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 当前分析(分析了200帧)后的前景遮罩图片(带矩形)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(fgmask1,cmap='Greys_r')\n",
    "plt.axis(\"off\")#去除坐标轴\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 当前分析中对应7个矩形的位置和面积大小"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(583, 261, 65, 115),\n",
       " (693, 250, 48, 107),\n",
       " (207, 190, 69, 90),\n",
       " (60, 153, 84, 72),\n",
       " (488, 144, 34, 77),\n",
       " (704, 101, 18, 51),\n",
       " (676, 98, 23, 58)]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "position  #一共7个值，每一列对应(x, y, w, h)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[7475, 5136, 6210, 6048, 2618, 918, 1334]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
